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28 search results found

Osmnx Examples ⭐ 1,381

Gallery of OSMnx tutorials, usage examples, and feature demonstations.

Bayesian Stats Modelling Tutorial ⭐ 601

How to do Bayesian statistical modelling using numpy and PyMC3

Hands On Nltk Tutorial ⭐ 534

The hands-on NLTK tutorial for NLP in Python

Geopandas Tutorial ⭐ 351

Tutorial on geospatial data manipulation with Python

Sars_tutorial ⭐ 308

Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018

Bayesmadesimple ⭐ 282

Code for a tutorial on Bayesian Statistics by Allen Downey.

Altair Tutorial ⭐ 243

Notebooks for the Altair tutorial

Open Visualizations ⭐ 232

Visualizations based on best open science practices.

Qutip Notebooks ⭐ 191

A collection of IPython notebooks using QuTiP: examples, tutorials, development test, etc.

Altair_notebooks ⭐ 140

Tutorial and Examples Jupyter Notebooks for Altair

Tutorials Scikit Learn ⭐ 120

Scikit-Learn tutorials

Natural Language Processing For Everyone

Tutorials ⭐ 105

Tutorials for Fugue - A unified interface for distributed computing. Fugue executes SQL, Python, and Pandas code on Spark and Dask without any rewrites.

Data Science At Scale ⭐ 95

A Pythonic introduction to methods for scaling your data science and machine learning work to larger datasets and larger models, using the tools and APIs you know and love from the PyData stack (such as numpy, pandas, and scikit-learn).

Psyclone ⭐ 92

Domain-specific compiler and code transformation system for Finite Difference/Volume/Element Earth-system models in Fortran

Sktime Tutorial Pydata Amsterdam 2020 ⭐ 91

Introduction to Machine Learning with Time Series at PyData Festival Amsterdam 2020

Dimensions Api Lab ⭐ 71

Research data analytics tutorials using the Dimensions Analytics API

Tutorial Satpy Half Day ⭐ 40

Jupyter Notebook-based tutorial providing an overview of Satpy's features lasting about 4 hours

Analysis Essentials ⭐ 37

Tutorials on computing essentials for HEP

Deep Learning With Tensorflow ⭐ 36

All the resources and hands-on exercises for you to get started with Deep Learning in TensorFlow

Pydata Nyc 2018 Tutorial ⭐ 36

2020_icesat 2_hackweek_tutorials ⭐ 33

Combined repository for the final tutorial material presented at the 2020 ICESat-2 Cryosphere-themed Hackweek presented virtually by the University of Washington.

Superhelp ⭐ 28

Python help that really helps

Paper Encoding_decoding_electrophysiology ⭐ 28

A repository for tutorials to supplement the encoding model methods paper

Spatialist ⭐ 27

A Python module for spatial data handling

Hottbox Tutorials ⭐ 26

📙 HOTTBOX: Higher Order Tensors ToolBOX. Tutorials

Appliedstatisticsforneuroscience ⭐ 26

Materials for UC Berkeley Neuroscience 299

Geo_image_processing_tutorial ⭐ 25

Transform 2020 Geologic Image Processing Tutorial

Complexityscience ⭐ 25

Repository for a workshop on Complexity Science

Metabworkflowtutorial ⭐ 20

https://cimcb.github.io/MetabWorkflowTutorial/

Workshop ⭐ 20

Workshop: Micromagnetics with Ubermag

Python4mri ⭐ 19

Introduction to Python for neuroimaging (MRI) analysis

Forest Tutorials ⭐ 19

Binder repository of interactive tutorial notebooks for pyQuil and Forest.

Osm2020tutorial ⭐ 18

Tutorial created by Chelle Gentemann for Ocean Sciences 2020 Meeting

Nix Tutorials ⭐ 17

Tutorials for Nix and Nixpkgs. Note so far it is a proof of concept.

Notebooks ⭐ 16

Tutorial notebooks for Stingray

Cs236756 Intro To Ml ⭐ 15

Jupyter Notebook tutorials for the Technion's CS 236756 course "Introduction to Machine Learning"

Data Tutorials ⭐ 15

Data tutorials written to improve the accessibility of the different GeoNet's data sets. Issues may be submitted here https://github.com/GeoNet/help

Htcondor Python Bindings Tutorials ⭐ 14

Tutorials for the HTCondor Python Bindings

Mosdef_tutorials ⭐ 14

A set of tutorials to introduce new users to the MoSDeF (Molecular Simulation Design Framework) toolkit

Euroscipy 2019 Scikit Learn Tutorial ⭐ 12

Explore Open Data ⭐ 12

📈🔍 Exploring open data from Zürich

Cloud_science ⭐ 12

NASA cloud science tutorials and science use cases

Cryptocurrencyresearch Org ⭐ 11

Repository that updates an R tutorial every 12 hours (see link below)

Sktime Workshops ⭐ 10

sktime workshops & tutorials

Esm_tutorial ⭐ 10

2019 07 29 Dpf Python ⭐ 10

Tutorials for the IRIS-HEP tutorial at APS DPF, July 29, 2019.

Connector Instructors ⭐ 10

Resources for Connector Instructors

Icerm_workshop ⭐ 9

Notebooks for the ICERM workshop tutorials on surrogate models.

Podpac Examples ⭐ 9

PODPAC usage examples and tutorials

Ligo Binder ⭐ 9

Binderize version of LIGO GW150914 tutorial

Deep Learning Basics ⭐ 7

A reproducible introductory course on the basics of deep learning.

Parsl Tutorial ⭐ 7

Tutorials to demonstrate the use of Parsl

Keras_tensorflow_demo ⭐ 7

Demonstration of using Keras to run a simple deep feed forward artificial neural network using Tensorflow as backbone in R

Predicting_the_wind ⭐ 6

Data Science in Wind Resource Assessment Tutorial at PyData San Diego, March 2020

Scipy 2020 Intro To Python ⭐ 6

Introduction to Python Tutorial at SciPy 2020

Cosyne 20 Tutorial ⭐ 6

Simulation code for Cosyne 2020 tutorial by Ann Hermundstad

Xskillscore Tutorial ⭐ 6

Comp90014_workshops ⭐ 6

Programming tutorials used in COMP90014 labs.

Develer Data Science ⭐ 6

Deep dive into Data Science with Python @ Develer

Geopackage_tutorial ⭐ 5

Quick tutorial for reading and writing GeoPackages

Intro To Ml With Time Series Dssgx 2020 ⭐ 5

Python tutorial on machine learning with time series for DSSGx 2020

Nanoparticle_optimization ⭐ 5

NanoOpt: Deriving potentials for coarse-grained nanoparticles via potential-matching

Euroscipy2018 ⭐ 5

Agu 2019 Nsidc Data Tutorial ⭐ 5

Python Twitter Bots ⭐ 5

A tutorial in Jupyter Notebooks

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